RedTeam ML API MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| list_attack_packsA | List local defensive red-team attack packs. |
| run_red_teamC | Run a safe red-team pack against an authorized ML API endpoint. |
| evaluate_textB | Evaluate one ML API response for defensive risk signals. |
| generate_reportA | Generate a remediation report from a run_red_team result. |
| generate_operating_modelD | Generate a mindset-shift operating model for security, red team, AI architecture, platform, and executives. |
| run_ai_api_pentestB | Run an authorized AI/ML API penetration-test workflow with scope, recon, campaign execution, evidence, metrics, and report artifacts. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 6 tools
Each tool has a clearly distinct purpose: evaluating responses, generating models/reports, listing packs, and running tests at different granularities. No overlap.
All tool names follow a consistent verb_noun pattern using snake_case, making them predictable and easy to distinguish.
With 6 tools covering listing, testing, evaluation, and reporting, the count is well-scoped for a red-team ML API server without being excessive.
Core red-team workflow is covered (list packs, run tests, evaluate, report), but lacks tools for managing results or configurations, which is a minor gap.